Browse All Agent Skills

Machine Learning Feature Engineering

Optimizes machine learning model performance by automating feature creation, selection, and complex data transformations.

Scientific Critical Thinking

Evaluates research rigor and methodology through systematic assessment of statistical validity, biases, and evidence quality.

Plugin Configuration Pattern

Manages project-specific plugin settings and state using a standardized YAML frontmatter and Markdown file pattern.

Session Security Auditor

Analyzes codebase session management practices to identify vulnerabilities like session fixation, weak ID generation, and improper expiration.

Infrastructure Metrics Collector

Automates the collection and visualization of performance metrics across compute, storage, network, and database layers.

CPU Usage Monitor

Monitors and analyzes CPU usage patterns to identify performance bottlenecks and optimize algorithmic complexity.

DeFi Yield Optimizer

Analyzes and compares decentralized finance yield opportunities across protocols to identify optimal APY and liquidity trends.

Model Versioning Tracker

Tracks and manages AI/ML model versions, performance metrics, and lineage for streamlined model registry management.

System Throughput Analyzer

Analyzes system performance metrics to identify architectural bottlenecks and optimize request and data processing throughput.

Excel Variance Analyzer

Automates budget vs. actual financial variance analysis with professional reporting, materiality flagging, and executive summaries.

Web Research to GitHub Issue

Transforms web research findings directly into actionable, well-structured GitHub issues for streamlined project management.

Database Partition Manager

Automates the design and implementation of database partitioning strategies to optimize query performance and manage large-scale datasets.

Version Bumper

Automates semantic version updates across plugin manifests, marketplace catalogs, and git tags to ensure repository consistency.

Ansible Playbook Creator

Generates and manages production-ready Ansible playbooks and automation workflows for robust infrastructure orchestration.

Database Health Monitor

Monitors PostgreSQL and MySQL databases in real-time to detect performance degradation, resource exhaustion, and replication issues.

API Rate Limiter

Implements robust rate limiting strategies like sliding windows and token buckets to protect backend services from excessive traffic and abuse.

Excel Variance Analyzer

Automates budget versus actual financial variance analysis in Excel with professional flagging and executive commentary.

ADK Infrastructure Expert

Provisions and manages secure Vertex AI Agent Engine infrastructure using standardized Terraform patterns.

Test Environment Manager

Orchestrates isolated, reproducible test environments using Docker Compose and Testcontainers for consistent software testing.

Application Profiler

Analyzes application performance metrics like CPU usage and memory consumption to identify and resolve code-level bottlenecks.

PyLabRobot Lab Automation

Automates laboratory workflows and controls liquid handling robots and analytical equipment through a hardware-agnostic Python interface.

Model Explainability Tool

Provides deep interpretability and explainability for machine learning models using advanced techniques like SHAP and LIME.

Regression Test Tracker

Automates the identification, execution, and analysis of regression tests to ensure code stability and prevent unintended breakages.

Authentication Security Validator

Validates authentication implementations against security best practices to identify vulnerabilities in JWT, OAuth, and session management.

NetworkX Graph Analysis

Analyzes, visualizes, and manipulates complex network structures and graph data using the NetworkX Python library.

Infrastructure Metrics Collector

Automates the collection of performance metrics across all infrastructure layers to enable real-time health monitoring and capacity planning.

Statsmodels Statistical Analysis

Performs rigorous statistical modeling and econometric analysis using Python's statsmodels library for deep data insights.

Distributed Tracing Setup

Automates the implementation of end-to-end request visibility and observability across microservices architectures.

CZ CELLxGENE Census Data Analysis

Enables programmatic access and analysis of the CZ CELLxGENE Census, a collection of over 61 million standardized single-cell genomics records.

Paper2All: Academic Transformation Pipeline

Transforms academic papers into interactive websites, professional presentation videos, and print-ready conference posters.